Home / Skills / skill-eval-improve

skill-eval-improve

Arenukvern/mcp_flutterSkill

Improves Agent Skills via validate → rule-based eval cases → plugin-eval → prompt evals → bounded edits with held-out gates. Use when tuning skill quality, routing, or adopting Chrome/Microsoft T-named quality gates—not for bulk validate-only or SkillOpt automation.

ScannedSkillSource: GitHub
388 stars Updated 18d ago License MIT Context ≈71 tokens always loaded
64popular

Why this score

Stars11/35
Usage (forks)3/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 388 stars are split between them (about 39 each) for scoring.

Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 21, 2026 at commit a58f120fe13e, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.

NameScoreStarsContextUpdated
This oneskill-eval-improve Arenukvern/mcp_flutter · Skill 64★ 388≈71 always18d ago
expo-skill-eval expo/skills · Skill Same job: ai engineering 73★ 2.9k≈93 always17d ago
eval-audit ai-evals-course/evals-skills · Skill Same job: ai engineering 66★ 1.5k≈21 always1mo ago
skill-eval-runner gtapps/hermitd · Subagent Same job: ai engineering 58★ 82≈87 in chat16d ago
eval-code Calibre-Labs/reforge-ai-evals · Skill Same job: ai engineering 54★ 76≈26 always16d ago
automationbench-eval bionic-gpt/bionic-gpt · Skill Same job: ai engineering 73★ 2.4k≈31 always28d ago